Evidence map›Paper›PMID 41751065›Full record

ArticleAnimals : an open access journal from MDPI2026

Image-Based Analysis of Morphometric Differences Between Sea-Caught and Farmed Large Yellow Croaker (

Yatong Yao, Quanyou Guo, Shengmao Zhang, Junjie Wu, Tianfei Chen, Na Lin, Zuli Wu, Hanfeng Zheng

Abstract read
In one paragraph

Article in Animals : an open access journal from MDPI, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Yatong YaoKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Quanyou GuoKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0000-0001-5958-5937
Shengmao ZhangKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Junjie WuKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Tianfei ChenKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0009-0000-5573-9695
Na LinKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Zuli WuKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0009-0006-9395-1658
Hanfeng ZhengKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0009-0006-9395-3119

Funding

Scientifc Institution Basal Research Fund 2024TD04
6 · The paper itself

Abstract

Morphological differences between sea-caught and farmed fish reflect environmental conditions and long-term domestication. However, standardized and objective quantification of these differences remains limited for many commercially important species. The large yellow croaker (

Indexed as

deep learninglarge yellow croaker (Larimichthys crocea)morphological differentiationsurface-area phenotypesYOLOv11Instance segmentation

Identifiers

PMID41751065
PMCPMC12937483

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.